AI & Machine Learning Services for Falconer Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located forFalconer or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Falconer services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in forFalconer or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

Innovative Solutions for Your Business, in the Heart of Falconer and Beyond

Falconer, Northern Tablelands, New South Wales, Australia – a region rich in history, industry, and natural beauty. As a proud Australian company, COLETEK understands the importance of supporting local businesses and communities in this vibrant region. Our team is dedicated to providing innovative solutions that help you thrive in today's fast-paced market.

With decades of combined experience, our specialists have worked with clients across the nation, from metropolitan centers to regional hubs like Falconer. We've developed a deep understanding of the unique challenges and opportunities that come with doing business in this region. By leveraging our national reach and expertise, we're well-equipped to help your operation flourish.

At COLETEK, trust is paramount. We take pride in building long-term relationships founded on open communication, transparency, and a commitment to delivering exceptional results. Our local presence allows us to stay attuned to the pulse of the region, ensuring that our solutions meet the distinct needs of businesses like yours.

Our approach is characterized by innovation and a proactive mindset. We continually invest in cutting-edge technologies and methodologies to remain at the forefront of industry developments. This enables us to offer tailored advice and support that empowers your team to drive growth and improvement.

In Falconer, Northern Tablelands, New South Wales, Australia, local businesses are the backbone of the community. COLETEK is committed to supporting these organizations through our work, ensuring that we're a positive force for progress in the region. By choosing us as your business partner, you can rest assured that your interests will be represented and your needs addressed with diligence and dedication.

If you're ready to take your enterprise to the next level, look no further than COLETEK. Our team is eager to collaborate with you, sharing our expertise and passion for innovation to drive success in Falconer and beyond. We invite you to discover how our tailored support can benefit your business – contact us today!